{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import os\n",
    "import matplotlib as mpl\n",
    "from scipy.stats import lognorm\n",
    "from scipy.stats import beta \n",
    "import matplotlib as mpl\n",
    "from scipy.integrate import simps\n",
    "import json\n",
    "import time\n",
    "\n",
    "g =9.805\n",
    "\n",
    "mpl.rc('font',family = 'Times New Roman')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def N2Inf(Vb,d,imin,ie,T,Sam,Ge,me,delta,ntot,TD,TC,Tn1):\n",
    "    \n",
    "    imax = np.argmax(Vb)\n",
    "    E1 = simps(Vb[0:imax],d[0:imax])\n",
    "    E2 = simps(Vb[0:imin],d[0:imin])\n",
    "    #print(E1)\n",
    "    Dy = 2*(d[imax]-E1/Vb[imax])\n",
    "    Ds = 2/(Vb[imax]-Vb[imin])*(E2-E1+Vb[imax]*d[imax]-0.5*d[imin]*(Vb[imax]+Vb[imin]))\n",
    "    idPO = np.zeros((len(Vb),2))\n",
    "    iDy = 0\n",
    "    \n",
    "    for i in range(len(idPO[:,0])):\n",
    "        idPO[i,0] = d[i]\n",
    "        if(idPO[i,0]<=Dy):\n",
    "            idPO[i,1] = (Vb[imax]/Dy)*idPO[i,0]\n",
    "            iDy = i\n",
    "        elif(idPO[i,0]>Dy and idPO[i,0]<=Ds):\n",
    "            idPO[i,1] = Vb[imax]\n",
    "        elif(idPO[i,0]>Ds and idPO[i,0]<=d[imin]):\n",
    "            idPO[i,1] = Vb[imax] + (Vb[imin]-Vb[imax])/(d[imin]-Ds)*(idPO[i,0]-Ds)\n",
    "        else:\n",
    "            idPO[i,1] = Vb[imin]\n",
    "            \n",
    "    \n",
    "    #Compute equivalent SDOF yield displacements \n",
    "    dy = (1/Ge)*(Dy/delta[ntot-1])\n",
    "    #print(Dy)\n",
    "    #Perform N2 method\n",
    "    Say = max(Vb)/(me*g)\n",
    "    Tey = round(2*np.pi*(dy/(Say*g))**0.5,2)\n",
    "   \n",
    "    iSaky = abs(Tey-T).argmin() \n",
    "         \n",
    "    if(Sam[iSaky] <= Say):\n",
    "        s = 0; #elastic analysis\n",
    "        mue = d[ie]/Dy\n",
    "        re = (Vb[ie]/(me*g))/Say\n",
    "        R = Sam[iSaky]/Say\n",
    "        if(R<=re):\n",
    "            mu = mue*(R/re)\n",
    "        elif(R>re and R<=1):\n",
    "            mu = (R-re)*(1-mue)/(1-re)+mue\n",
    "        \n",
    "        dd = mu*dy\n",
    "    else:\n",
    "        s = 1; #nonlinear analysis \n",
    "        mu = 0;\n",
    "        R = Sam[iSaky]/Say;\n",
    "       \n",
    "        mus = Ds/Dy\n",
    "        ru = idPO[imin,1]/idPO[imax,1]\n",
    "        TD1 = TD*(2-ru)**0.5\n",
    "        DT = (Tey-TC)/(TD1-TC)\n",
    "       \n",
    "        if(Tey<=TC):\n",
    "            Rmus = 0.7*(Tey/TC)*(mus-1)+1\n",
    "        elif(Tey>TC and Tey<=TD1):\n",
    "            Rmus = (0.7+0.3*DT)*(mus-1)+1\n",
    "        else:\n",
    "            Rmus = mus\n",
    "           \n",
    "        if(R<=Rmus):\n",
    "            R0 = 1\n",
    "        else:\n",
    "            R0 = Rmus\n",
    "           \n",
    "        if(R<=Rmus):\n",
    "            mu0 = 1\n",
    "        else:\n",
    "            mu0 = mus\n",
    "           \n",
    "        if(Tey<=TC):\n",
    "            if(R<=Rmus):\n",
    "                c = 0.7*(Tey/TC)\n",
    "            else:\n",
    "                c = 0.7*(ru)**0.5*(Tey/TC)**(1/(ru)**0.5)\n",
    "        elif(Tey>TC and Tey<=TD1):\n",
    "            if(R<=Rmus):\n",
    "                c = 0.7+0.3*DT\n",
    "            else:\n",
    "                c = 0.7*(ru)**0.5*(1-DT)+DT\n",
    "        else:\n",
    "            c = 1\n",
    "        mu = (1/c)*(R-R0)+mu0\n",
    "       \n",
    "        dd = mu*dy\n",
    "    return Say,Tey,dd,mu,s,dy\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "folders = os.listdir('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Pushover')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "d0 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Pushover/'+folders[0]+'/4 floor/ID_5_disp4.out')[:,3]\n",
    "F0 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Pushover/'+folders[0]+'/4 floor/ID_5_V4.out')\n",
    "Vb0 = -(F0[:,0]+F0[:,1]+F0[:,2]+F0[:,3])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def OpenPO(infill):\n",
    "\n",
    "    d1 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Pushover/'+folders[infill]+'/4 floor/ID_5_disp4_infill'+folders[infill][-1]+'.out')[:,3]\n",
    "\n",
    "    F1 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Pushover/'+folders[infill]+'/4 floor/ID_5_V4_infill'+folders[infill][-1]+'.out')\n",
    "\n",
    "    Vb1 = -(F1[:,0]+F1[:,1]+F1[:,2]+F1[:,3])\n",
    "\n",
    "    #icol = len(d1)\n",
    "    #for i in range(len(d1)):\n",
    "        #if(Vb1[i]>=(105.4+123.8+123.8+105.4)):\n",
    "            #icol = i\n",
    "            #break \n",
    "    #d = d1[:icol]\n",
    "    #Vb = Vb1[:icol]\n",
    "         \n",
    "    return d1,Vb1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "d1,Vb1 = OpenPO(1)\n",
    "d2,Vb2 = OpenPO(3)\n",
    "d3,Vb3 = OpenPO(4)\n",
    "d4,Vb4 = OpenPO(5)\n",
    "d5,Vb5 = OpenPO(2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.47471\n"
     ]
    }
   ],
   "source": [
    "imax = np.argmax(Vb1)\n",
    "simps(Vb1[0:imax],d1[0:imax])\n",
    "print(max(d1))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 600x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(6,3))\n",
    "#plt.plot(d0[:3000],Vb0[:3000],label='Bare')\n",
    "plt.plot(d1[:3000],Vb1[:3000],label='Type 1')\n",
    "#plt.plot(d2[:3000],Vb2[:3000],label='Type 2')\n",
    "#plt.plot(d3[:3000],Vb3[:3000],label='Type 3')\n",
    "#plt.plot(d4[:3000],Vb4[:3000],label='Type 4')\n",
    "#plt.plot(d5[:3000],Vb5[:3000],label='Type 5')\n",
    "\n",
    "plt.xlabel('Roof Displacement [m]',fontsize=12)\n",
    "plt.ylabel('Base Shear [KN]',fontsize=12)\n",
    "plt.legend(fontsize=9)\n",
    "plt.xlim(0,0.2)\n",
    "plt.ylim(0,500)\n",
    "\n",
    "plt.savefig('C:/Users/rober/Documents/ROSE\\PostDoc/FRS/Figure1_P1.tiff',dpi=300)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def ModeMass(inf):\n",
    "    file_name = 'ID_5_4_infill'+inf+'_'\n",
    "    with open('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/Result/modal/'+file_name+'modeshapes.txt') as f:\n",
    "        a = json.load(f)\n",
    "\n",
    "    modes = np.array(a)\n",
    "\n",
    "    with open('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/Result/modal/'+file_name+'mass.txt') as f:\n",
    "        a2 = json.load(f)\n",
    "\n",
    "    mass = np.array(a2)\n",
    "    \n",
    "    return modes, mass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "modes1, mass1 = ModeMass('1')\n",
    "modes2, mass2 = ModeMass('2')\n",
    "modes3, mass3 = ModeMass('3')\n",
    "modes4, mass4 = ModeMass('4')\n",
    "modes5, mass5 = ModeMass('5')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def GammaMass(modes,mass):\n",
    "    #Compute modal participation factors\n",
    "    Gamma = np.zeros(len(modes[0,:]));\n",
    "    me = np.zeros(len(modes[0,:]))\n",
    "\n",
    "    for i in range(len(Gamma)):\n",
    "        GA = 0;\n",
    "        GB = 0;\n",
    "        for j in range (len(mass)):\n",
    "            GA = GA+modes[j,i]*mass[j];\n",
    "            GB = GB+modes[j,i]**2*mass[j];\n",
    "\n",
    "        Gamma[i]= GA/GB; \n",
    "        me[i] = GA**2/GB\n",
    "    \n",
    "    return Gamma, me\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Gamma1,me1 = GammaMass(modes1,mass1)\n",
    "Gamma2,me2 = GammaMass(modes2,mass2)\n",
    "Gamma3,me3 = GammaMass(modes3,mass3)\n",
    "Gamma4,me4 = GammaMass(modes4,mass4)\n",
    "Gamma5,me5 = GammaMass(modes5,mass5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "T1 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/Result/modal/ID_5_4_infill1_Periods.txt')\n",
    "T2 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/Result/modal/ID_5_4_infill2_Periods.txt')\n",
    "T3 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/Result/modal/ID_5_4_infill3_Periods.txt')\n",
    "T4 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/Result/modal/ID_5_4_infill4_Periods.txt')\n",
    "T5 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/Result/modal/ID_5_4_infill5_Periods.txt')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0.261, 0.097, 0.064, 0.051])"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "T1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "T = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/Ground Motion Scaled/50/ResponseSpectra/Acceleration/GMRS_1.txt')[:,0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0.169, 0.062, 0.04 , 0.032])"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "T4"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def GMSpectra(Tr):\n",
    "    \n",
    "    T = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/Ground Motion Scaled/'+Tr+'/ResponseSpectra/Acceleration/GMRS_1.txt')[:,0]\n",
    "    Sa = np.zeros((len(np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/Ground Motion Scaled/'+Tr+'/ResponseSpectra/Acceleration/GMRS_1.txt')[:,0]),30))\n",
    "    Sd = np.zeros((len(np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/Ground Motion Scaled/'+Tr+'/ResponseSpectra/Acceleration/GMRS_1.txt')[:,0]),30))\n",
    "\n",
    "    for i in range(len(Sa[0,:])):\n",
    "        Sa[:,i] = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/Ground Motion Scaled/'+Tr+'/ResponseSpectra/Acceleration/GMRS_'+str(i+1)+'.txt')[:,1]\n",
    "        Sd[:,i] = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/Ground Motion Scaled/'+Tr+'/ResponseSpectra/Displacement/GMRS_'+str(i+1)+'.txt')[:,1]\n",
    "\n",
    "    Sam = np.zeros(len(Sa[:,0]))\n",
    "    Sdm = np.zeros(len(Sa[:,0]))\n",
    "\n",
    "    for i in range(len(Sam)):\n",
    "        Sam[i] = np.median(Sa[i,:])\n",
    "        Sdm[i] = np.median(Sd[i,:])\n",
    "    return Sam,Sdm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def FRS(Tr,inf,ns):\n",
    "    ncol = 0\n",
    "    no_col = []\n",
    "    col = []\n",
    "    for j in range(30):\n",
    "        with open('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/outs_NRHA/log_4_'+str(inf)+'_'+str(j+1)+'_'+Tr+'.txt') as f:\n",
    "            lines = f.readlines()\n",
    "        if(int(lines[0].split()[0]) == 1 or int(lines[0].split()[0]) == -1):\n",
    "            ncol = ncol+1\n",
    "            col.append(j+1)\n",
    "        else:\n",
    "            no_col.append(j+1)\n",
    "    \n",
    "\n",
    "    Saf = np.zeros((len(np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/FloorSpectra/Acceleration/FRS'+str(ns)+'_4_'+str(inf)+'_1_'+Tr+'.txt')[:,0]),30-ncol))\n",
    "    Sdf = np.zeros((len(np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/FloorSpectra/Displacement/FRS'+str(ns)+'_4_'+str(inf)+'_1_'+Tr+'.txt')[:,0]),30-ncol))\n",
    "\n",
    "    for i in range(30-ncol):\n",
    "        Saf[:,i] = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/FloorSpectra/Acceleration/FRS'+str(ns)+'_4_'+str(inf)+'_'+str(no_col[i])+'_'+Tr+'.txt')[:,1]\n",
    "        Sdf[:,i] = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/FloorSpectra/Displacement/FRS'+str(ns)+'_4_'+str(inf)+'_'+str(no_col[i])+'_'+Tr+'.txt')[:,1]\n",
    "\n",
    "    Safm = np.zeros(len(Saf[:,0]))\n",
    "    Sdfm = np.zeros(len(Saf[:,0]))\n",
    "\n",
    "    for i in range(len(Safm)):\n",
    "        Safm[i] = np.median(Saf[i,:])\n",
    "        Sdfm[i] = np.median(Sdf[i,:])\n",
    "        \n",
    "    return Safm,Sdfm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Sam50,Sdm50 = GMSpectra('50')\n",
    "Sam475,Sdm475 = GMSpectra('475')\n",
    "Sam2475,Sdm2475 = GMSpectra('2475')\n",
    "Sam4975,Sdm4975 = GMSpectra('4975')\n",
    "Sam9975,Sdm9975 = GMSpectra('9975')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Safm1 = np.zeros((len(T),3,4))\n",
    "Sdfm1 = np.zeros((len(T),3,4))\n",
    "\n",
    "Safm1[:,2,0],Sdfm1[:,2,0] = FRS('50',1,4)\n",
    "Safm1[:,1,0],Sdfm1[:,1,0] = FRS('50',1,2)\n",
    "Safm1[:,0,0],Sdfm1[:,0,0] = FRS('50',1,1)\n",
    "\n",
    "Safm1[:,2,1],Sdfm1[:,2,1] = FRS('475',1,4)\n",
    "Safm1[:,1,1],Sdfm1[:,1,1] = FRS('475',1,2)\n",
    "Safm1[:,0,1],Sdfm1[:,0,1] = FRS('475',1,1)\n",
    "\n",
    "Safm1[:,2,2],Sdfm1[:,2,2] = FRS('2475',1,4)\n",
    "Safm1[:,1,2],Sdfm1[:,1,2] = FRS('2475',1,2)\n",
    "Safm1[:,0,2],Sdfm1[:,0,2] = FRS('2475',1,1)\n",
    "\n",
    "Safm1[:,2,3],Sdfm1[:,2,3] = FRS('4975',1,4)\n",
    "Safm1[:,1,3],Sdfm1[:,1,3] = FRS('4975',1,2)\n",
    "Safm1[:,0,3],Sdfm1[:,0,3] = FRS('4975',1,1)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Safm2 = np.zeros((len(T),3,4))\n",
    "Sdfm2 = np.zeros((len(T),3,4))\n",
    "\n",
    "Safm2[:,2,0],Sdfm2[:,2,0] = FRS('50',2,4)\n",
    "Safm2[:,1,0],Sdfm2[:,1,0] = FRS('50',2,2)\n",
    "Safm2[:,0,0],Sdfm2[:,0,0] = FRS('50',2,1)\n",
    "\n",
    "Safm2[:,2,1],Sdfm2[:,2,1] = FRS('475',2,4)\n",
    "Safm2[:,1,1],Sdfm2[:,1,1] = FRS('475',2,2)\n",
    "Safm2[:,0,1],Sdfm2[:,0,1] = FRS('475',2,1)\n",
    "\n",
    "Safm2[:,2,2],Sdfm2[:,2,2] = FRS('2475',2,4)\n",
    "Safm2[:,1,2],Sdfm2[:,1,2] = FRS('2475',2,2)\n",
    "Safm2[:,0,2],Sdfm2[:,0,2] = FRS('2475',2,1)\n",
    "\n",
    "Safm2[:,2,3],Sdfm2[:,2,3] = FRS('4975',2,4)\n",
    "Safm2[:,1,3],Sdfm2[:,1,3] = FRS('4975',2,2)\n",
    "Safm2[:,0,3],Sdfm2[:,0,3] = FRS('4975',2,1)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Safm3 = np.zeros((len(T),3,4))\n",
    "Sdfm3 = np.zeros((len(T),3,4))\n",
    "\n",
    "Safm3[:,2,0],Sdfm3[:,2,0] = FRS('50',3,4)\n",
    "Safm3[:,1,0],Sdfm3[:,1,0] = FRS('50',3,2)\n",
    "Safm3[:,0,0],Sdfm3[:,0,0] = FRS('50',3,1)\n",
    "\n",
    "Safm3[:,2,1],Sdfm3[:,2,1] = FRS('475',3,4)\n",
    "Safm3[:,1,1],Sdfm3[:,1,1] = FRS('475',3,2)\n",
    "Safm3[:,0,1],Sdfm3[:,0,1] = FRS('475',3,1)\n",
    "\n",
    "Safm3[:,2,2],Sdfm3[:,2,2] = FRS('2475',3,4)\n",
    "Safm3[:,1,2],Sdfm3[:,1,2] = FRS('2475',3,2)\n",
    "Safm3[:,0,2],Sdfm3[:,0,2] = FRS('2475',3,1)\n",
    "\n",
    "Safm3[:,2,3],Sdfm3[:,2,3] = FRS('4975',3,4)\n",
    "Safm3[:,1,3],Sdfm3[:,1,3] = FRS('4975',3,2)\n",
    "Safm3[:,0,3],Sdfm3[:,0,3] = FRS('4975',3,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Safm4 = np.zeros((len(T),3,4))\n",
    "Sdfm4 = np.zeros((len(T),3,4))\n",
    "\n",
    "Safm4[:,2,0],Sdfm4[:,2,0] = FRS('50',4,4)\n",
    "Safm4[:,1,0],Sdfm4[:,1,0] = FRS('50',4,2)\n",
    "Safm4[:,0,0],Sdfm4[:,0,0] = FRS('50',4,1)\n",
    "\n",
    "Safm4[:,2,1],Sdfm4[:,2,1] = FRS('475',4,4)\n",
    "Safm4[:,1,1],Sdfm4[:,1,1] = FRS('475',4,2)\n",
    "Safm4[:,0,1],Sdfm4[:,0,1] = FRS('475',4,1)\n",
    "\n",
    "Safm4[:,2,2],Sdfm4[:,2,2] = FRS('2475',4,4)\n",
    "Safm4[:,1,2],Sdfm4[:,1,2] = FRS('2475',4,2)\n",
    "Safm4[:,0,2],Sdfm4[:,0,2] = FRS('2475',4,1)\n",
    "\n",
    "Safm4[:,2,3],Sdfm4[:,2,3] = FRS('4975',4,4)\n",
    "Safm4[:,1,3],Sdfm4[:,1,3] = FRS('4975',4,2)\n",
    "Safm4[:,0,3],Sdfm4[:,0,3] = FRS('4975',4,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Safm5 = np.zeros((len(T),3,4))\n",
    "Sdfm5 = np.zeros((len(T),3,4))\n",
    "\n",
    "Safm5[:,2,0],Sdfm5[:,2,0] = FRS('50',5,4)\n",
    "Safm5[:,1,0],Sdfm5[:,1,0] = FRS('50',5,2)\n",
    "Safm5[:,0,0],Sdfm5[:,0,0] = FRS('50',5,1)\n",
    "\n",
    "Safm5[:,2,1],Sdfm5[:,2,1] = FRS('475',5,4)\n",
    "Safm5[:,1,1],Sdfm5[:,1,1] = FRS('475',5,2)\n",
    "Safm5[:,0,1],Sdfm5[:,0,1] = FRS('475',5,1)\n",
    "\n",
    "Safm5[:,2,2],Sdfm5[:,2,2] = FRS('2475',5,4)\n",
    "Safm5[:,1,2],Sdfm5[:,1,2] = FRS('2475',5,2)\n",
    "Safm5[:,0,2],Sdfm5[:,0,2] = FRS('2475',5,1)\n",
    "\n",
    "Safm5[:,2,3],Sdfm5[:,2,3] = FRS('4975',5,4)\n",
    "Safm5[:,1,3],Sdfm5[:,1,3] = FRS('4975',5,2)\n",
    "Safm5[:,0,3],Sdfm5[:,0,3] = FRS('4975',5,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(0.0, 1.0)"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(T,Sam50)\n",
    "plt.xlim(0,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.29912300318385715\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "iE=102\n",
    "#plt.plot(d1[:3000]/Gamma1[0],Vb1[:3000]/(me1[0]*9.805))\n",
    "#plt.plot((0,0.025),(0,max(Vb5)/(me1[0]*9.805)))\n",
    "plt.plot(d2[:3000]/Gamma2[0],Vb2[:3000]/(me2[0]*9.805))\n",
    "#plt.plot(d3[:3000]/Gamma3[0],Vb3[:3000]/(me3[0]*9.805))\n",
    "plt.plot(d4[:3000]/Gamma4[0],Vb4[:3000]/(me4[0]*9.805))\n",
    "plt.plot(d5[:3000]/Gamma5[0],Vb5[:3000]/(me5[0]*9.805))\n",
    "plt.xlim(0,0.1)\n",
    "plt.plot(Sdm4975,Sam4975,color='k',lw=2)\n",
    "plt.ylim(0)\n",
    "#plt.plot((d3[120]/Gamma3[0],d3[120]/Gamma3[0]),(0,1.2),color='k',ls='--')\n",
    "#plt.plot((0,0.1),(0.6*max(Vb2)/(me2[0]*g),0.6*max(Vb2)/(me2[0]*g)),color='k')\n",
    "#plt.plot((0.026,0.026),(0,1),color='k',ls='--')\n",
    "plt.plot((0,0.004),(0,0.4))\n",
    "print(2*np.pi*(0.02/(0.9*g))**0.5)\n",
    "#plt.xlim(0,0.01)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "imin = [375,380,350,1555,1065]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "ie = [105,120,125,102,85]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.26191588512670716"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "0.1/(max(Vb1)/(me1[0]*g))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.4848079094725806"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "0.3/(max(Vb2)/(me2[0]*g))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.22731381974619103"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "0.2/(max(Vb3)/(me3[0]*g))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.294161182042052"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "0.25/(max(Vb4)/(me4[0]*g))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def GeMe(ntot,m):\n",
    "\n",
    "    delta = np.zeros(ntot)\n",
    "\n",
    "    for i in range(len(delta)):\n",
    "        delta[i] = 3*(i+1)/12\n",
    "\n",
    "    #Compute equivalent mass and participation factor of first inelastic mode\n",
    "    MA = 0\n",
    "    MB = 0\n",
    "\n",
    "    for j in range(len(m)):\n",
    "        MA = MA+m[j]*delta[j]\n",
    "        MB = MB+m[j]*delta[j]**2\n",
    "\n",
    "    me = MA**2/MB\n",
    "    Ge = MA/MB\n",
    "    \n",
    "    return me,Ge\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "delta = np.zeros(4)\n",
    "\n",
    "for i in range(len(delta)):\n",
    "    delta[i] = 3*(i+1)/12"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "mef1,Ge1 = GeMe(4,mass1)\n",
    "mef2,Ge2 = GeMe(4,mass2)\n",
    "mef3,Ge3 = GeMe(4,mass3)\n",
    "mef4,Ge4 = GeMe(4,mass4)\n",
    "mef5,Ge5 = GeMe(4,mass5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.02488337796364286"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d3[imin[2]]/Ge3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def FRS_Mer(T,Tn,phi,Gamma,Sam,Sdm,ksiS,ksiNS,ns,ntot,Vb,dp,imin,ie,Ge,me,delta,switch,TD,SdTD):\n",
    "        \n",
    "    DE = dp[ie]/(Gamma[0]*phi[(ntot-1),0])\n",
    "    Dmax = dp[np.argmax(Vb)]\n",
    "    PGD = Sdm[-1]\n",
    "    TB = 0.1\n",
    "    TC = 0.3\n",
    "    \n",
    "    Say,Tey,dd,mu,s,dy = N2Inf(Vb,dp,imin,ie,T,Sam,Ge,me,delta,ntot,TD,TC,Tn[0])\n",
    "    #print(mu)\n",
    "    '''ddS = dd*Ge*delta[ntot-1]\n",
    "    index = abs(dp-ddS).argmin()\n",
    "    \n",
    "    if(ddS>dp[imin] or dd<dy):\n",
    "        Say = Vb[index]/(me*g)\n",
    "    '''\n",
    "    if(switch==1):\n",
    "        Tin = Tn[0]\n",
    "        Tn[0] = Tey\n",
    "    \n",
    "    #print(Tey)\n",
    "    a = np.zeros(len(Tn))\n",
    "    dabs = np.zeros(len(Tn))\n",
    "    SAF = np.zeros(len(Tn))\n",
    "    SDF = np.zeros(len(Tn))\n",
    "    Ten = np.zeros(len(Tn))\n",
    "    \n",
    "    SA = np.zeros(len(Tn))\n",
    "    SD = np.zeros(len(Tn))\n",
    "            \n",
    "            \n",
    "    for i in range(len(Tn)):\n",
    "        ind = abs(T-Tn[i]).argmin()\n",
    "        SA[i] = Sam[ind]\n",
    "        SD[i] = Sdm[ind]\n",
    "    \n",
    "    for i in range(len(Tn)):\n",
    "        if(s==0):\n",
    "            if(i==0):\n",
    "                #if(dd<DE):\n",
    "                a[i]= abs(Gamma[i]*phi[(ns-1),i]*SA[i])\n",
    "                #else:\n",
    "                    #a[i] = abs(Gamma[i]*phi[(ns-1),i]*Say)\n",
    "                    #print(Say)\n",
    "                    #print(SA[i])\n",
    "            else:\n",
    "                a[i]= abs(Gamma[i]*phi[(ns-1),i]*SA[i])\n",
    "        elif(s==1):\n",
    "            if(i==0):\n",
    "                a[i] = Say*Ge*delta[(ns-1)]\n",
    "            else:\n",
    "                a[i]= abs(Gamma[i]*phi[(ns-1),i]*SA[i])\n",
    "#2*np.pi*(dd/(Say*g))**0.5      \n",
    "        if(s==0):\n",
    "            Ten[i] = Tn[i]\n",
    "        elif(s==1):\n",
    "            if(i==0 or i==1):\n",
    "                mur = (mu)**1\n",
    "                Ten[i] = Tn[i]*((1+(mur)**0.5+mur)/3)**0.5\n",
    "            else:\n",
    "                Ten[i] = Tn[i]\n",
    "                \n",
    "            \n",
    "        #if(Tn[i]>TB):\n",
    "            #DAF = (0.5*ksiS+ksiNS)**(-2/3)\n",
    "        #else:\n",
    "            #DAF = (0.5*ksiS+ksiNS)**(-2/3)\n",
    "        #*(0.55+0.45*(Tn[i]/TB))\n",
    "        \n",
    "        if(Tn[i]/TC == 0):\n",
    "            DAF = 2.5*(0.1/(0.05+ksiNS))**0.5;\n",
    "        elif(Tn[i]/TC > 0 and Tn[i]/TC <=0.2):\n",
    "            DAF = 2.5*(0.1/(0.05+ksiNS))**0.5 + (1/(ksiNS)**0.5 - 2.5*(0.1/(0.05+ksiNS))**0.5)/0.2*(Tn[i]/TC);\n",
    "        else:\n",
    "            DAF = 1/(ksiNS)**0.5;\n",
    "        #if(i==0):\n",
    "            #DAF = 1/(ksiNS)**0.5\n",
    "        #else:\n",
    "            #DAF = 1/(0.5*ksiS+ksiNS)**0.667\n",
    "        SAF[i] = a[i]*DAF\n",
    "        SDF[i] = SAF[i]*g*(Ten[i]/(2*np.pi))**2\n",
    "        \n",
    "\n",
    "        \n",
    "        if(s==0):\n",
    "            d = abs(Gamma[i]*phi[(ns-1),i]*SD[i])\n",
    "        elif(s==1):\n",
    "            if(i==0):\n",
    "                d = dd*Ge*delta[(ns-1)]\n",
    "            else:\n",
    "                d = abs(Gamma[i]*phi[(ns-1),i]*SD[i])\n",
    "        \n",
    "        if(i==0):\n",
    "            if(SDF[i]>SdTD):\n",
    "                dabs[i] = (d**2+PGD**2)**0.5\n",
    "            else:\n",
    "                dabs[i]=d;\n",
    "        else:\n",
    "            dabs[i]=d;\n",
    "        \n",
    "        \n",
    "            \n",
    "    #Compute modal contributions to floor spectrum\n",
    "    Safm = np.zeros((len(T),len(Tn)));\n",
    "    Sdfm = np.zeros((len(T),len(Tn)));\n",
    "    \n",
    "    \n",
    "    for j in range (len(Tn)):\n",
    "        for i in range(len(T)):\n",
    "            if(T[i]<=Tn[j]):\n",
    "                Safm[i,j] = (T[i]/Tn[j])**2*(SAF[j]-a[j])+a[j]\n",
    "                Sdfm[i,j] = Safm[i,j]*g*(T[i]**2/(4*np.pi**2)) \n",
    "            elif(T[i]>Tn[j] and T[i]<=Ten[j]):\n",
    "                Safm[i,j] = SAF[j]\n",
    "                Sdfm[i,j] = Safm[i,j]*g*(T[i]**2)/(4*np.pi**2)\n",
    "            elif(T[i]>Ten[j]):\n",
    "                if(mu>1 and j==0):\n",
    "                    if(T[i]<TD):  \n",
    "                        Sdfm[i,j] = SDF[j]+(SdTD-SDF[j])/(TD-Ten[j])*(T[i]-Ten[j])\n",
    "                        Safm[i,j] = Sdfm[i,j]*((4*np.pi**2)/T[i]**2)/g \n",
    "                    else:\n",
    "                        Sdfm[i,j] = SdTD\n",
    "                        Safm[i,j] = Sdfm[i,j]*((4*np.pi**2)/T[i]**2)/g \n",
    "                else:\n",
    "                    Sdfm[i,j] = dabs[j] + (Ten[j]/T[i])**1*(SDF[j]-dabs[j])\n",
    "                    Safm[i,j] = Sdfm[i,j]*((4*np.pi**2)/T[i]**2)/g \n",
    "       \n",
    "            \n",
    "                    \n",
    "    #Combine modal contributions to floor response spectrum\n",
    "    \n",
    "    Saf = np.sqrt(np.sum(np.multiply(Safm,Safm),axis=1))\n",
    "    Sdf = np.sqrt(np.sum(np.multiply(Sdfm,Sdfm),axis=1))\n",
    "    \n",
    "    \n",
    "    nslim = round(ntot/2);\n",
    "        \n",
    "    if ns<nslim:\n",
    "        for i in range(len(T)):\n",
    "            Saf[i]=max(Saf[i],Sam[i]*(0.07/(0.02+ksiNS))**0.5);\n",
    "            Sdf[i]=max(Sdf[i],Sdm[i]*(0.07/(0.02+ksiNS))**0.5);\n",
    "    \n",
    "    for i in range(len(T)):\n",
    "        if(T[i]>Ten[0]):\n",
    "            Saf[i]=max(Saf[i],Sam[i]*(0.07/(0.02+ksiNS))**0.5);\n",
    "            Sdf[i]=max(Sdf[i],Sdm[i]*(0.07/(0.02+ksiNS))**0.5);\n",
    "    \n",
    "    if(switch==1):\n",
    "        Tn[0] = Tin\n",
    "    \n",
    "    return Saf, Sdf\n",
    "        \n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def EstFRS_M(T,Tn,modes,Gamma,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,ksiNS,ksiS,Vb,d,i,Ge,me,delta,sw50,sw4,sw2,\n",
    "             TD50,STD50,TD475,STD475,TD2475,STD2475,TD4975,STD4975):\n",
    "\n",
    "    Saf = np.zeros((len(T),3,4))\n",
    "    Sdf = np.zeros((len(T),3,4))\n",
    "\n",
    "    Saf[:,0,0],Sdf[:,0,0] = FRS_Mer(T,Tn,modes,Gamma,Sam50,Sdm50,ksiS,ksiNS,1,4,Vb,d,imin[i],ie[i],Ge,me,delta,sw50,TD50,STD50)\n",
    "    Saf[:,1,0],Sdf[:,1,0] = FRS_Mer(T,Tn,modes,Gamma,Sam50,Sdm50,ksiS,ksiNS,2,4,Vb,d,imin[i],ie[i],Ge,me,delta,sw50,TD50,STD50)\n",
    "    Saf[:,2,0],Sdf[:,2,0] = FRS_Mer(T,Tn,modes,Gamma,Sam50,Sdm50,ksiS,ksiNS,4,4,Vb,d,imin[i],ie[i],Ge,me,delta,sw50,TD50,STD50)\n",
    "\n",
    "    Saf[:,0,1],Sdf[:,0,1] = FRS_Mer(T,Tn,modes,Gamma,Sam475,Sdm475,ksiS,ksiNS,1,4,Vb,d,imin[i],ie[i],Ge,me,delta,sw4,TD475,STD475)\n",
    "    Saf[:,1,1],Sdf[:,1,1] = FRS_Mer(T,Tn,modes,Gamma,Sam475,Sdm475,ksiS,ksiNS,2,4,Vb,d,imin[i],ie[i],Ge,me,delta,sw4,TD475,STD475)\n",
    "    Saf[:,2,1],Sdf[:,2,1] = FRS_Mer(T,Tn,modes,Gamma,Sam475,Sdm475,ksiS,ksiNS,4,4,Vb,d,imin[i],ie[i],Ge,me,delta,sw4,TD475,STD475)\n",
    "\n",
    "    Saf[:,0,2],Sdf[:,0,2] = FRS_Mer(T,Tn,modes,Gamma,Sam2475,Sdm2475,ksiS,ksiNS,1,4,Vb,d,imin[i],ie[i],Ge,me,delta,sw2,TD2475,STD2475)\n",
    "    Saf[:,1,2],Sdf[:,1,2] = FRS_Mer(T,Tn,modes,Gamma,Sam2475,Sdm2475,ksiS,ksiNS,2,4,Vb,d,imin[i],ie[i],Ge,me,delta,sw2,TD2475,STD2475)\n",
    "    Saf[:,2,2],Sdf[:,2,2] = FRS_Mer(T,Tn,modes,Gamma,Sam2475,Sdm2475,ksiS,ksiNS,4,4,Vb,d,imin[i],ie[i],Ge,me,delta,sw2,TD2475,STD2475)\n",
    "    \n",
    "    Saf[:,0,3],Sdf[:,0,3] = FRS_Mer(T,Tn,modes,Gamma,Sam4975,Sdm4975,ksiS,ksiNS,1,4,Vb,d,imin[i],ie[i],Ge,me,delta,sw2,TD4975,STD4975)\n",
    "    Saf[:,1,3],Sdf[:,1,3] = FRS_Mer(T,Tn,modes,Gamma,Sam4975,Sdm4975,ksiS,ksiNS,2,4,Vb,d,imin[i],ie[i],Ge,me,delta,sw2,TD4975,STD4975)\n",
    "    Saf[:,2,3],Sdf[:,2,3] = FRS_Mer(T,Tn,modes,Gamma,Sam4975,Sdm4975,ksiS,ksiNS,4,4,Vb,d,imin[i],ie[i],Ge,me,delta,sw2,TD4975,STD4975)\n",
    "    \n",
    "    return Saf,Sdf\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0.175, 0.064, 0.042, 0.033])"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "T3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Saf1,Sdf1 = EstFRS_M(T,T1,modes1,Gamma1,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,0.05,0.05,Vb1,d1,0,Ge1,mef1,delta,0,1,1,\n",
    "                    2,0.028,4,0.14,2,0.22,2,0.30)\n",
    "Saf2,Sdf2 = EstFRS_M(T,T2,modes2,Gamma2,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,0.05,0.05,Vb2,d2,1,Ge2,mef2,delta,1,1,1,\n",
    "                    2,0.028,4,0.14,2,0.22,2,0.30)\n",
    "Saf3,Sdf3 = EstFRS_M(T,T3,modes3,Gamma3,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,0.05,0.05,Vb3,d3,2,Ge3,mef3,delta,1,1,1,\n",
    "                    2,0.028,4,0.14,2,0.22,2,0.30)\n",
    "Saf4,Sdf4 = EstFRS_M(T,T4,modes4,Gamma4,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,0.05,0.05,Vb4,d4,3,Ge4,mef4,delta,1,1,1,\n",
    "                    2,0.028,4,0.14,2,0.22,2,0.30)\n",
    "Saf5,Sdf5 = EstFRS_M(T,T5,modes5,Gamma5,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,0.05,0.05,Vb5,d5,4,Ge5,mef5,delta,1,1,1,\n",
    "                    2,0.028,4,0.14,2,0.22,2,0.30)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def PlotFRS(nns,nTr,Saf,Sdf,Safm,Sdfm):\n",
    "    plt.figure(figsize=(20,4))\n",
    "\n",
    "    plt.subplot(1,3,1)\n",
    "    plt.plot(T,Saf[:,nns,nTr],label='Estimate')\n",
    "    plt.plot(T,Safm[:,nns,nTr],label='Median from NLTHA')\n",
    "    plt.xlim(0,1)\n",
    "    plt.ylim(0)\n",
    "    plt.xticks(fontsize=12)\n",
    "    plt.yticks(fontsize=12)\n",
    "    plt.xlabel(r'$T_a$  (s)',fontsize=16)\n",
    "    plt.ylabel(r'$S_{AF}$  (g)',fontsize=16)\n",
    "    plt.legend(fontsize=12)\n",
    "\n",
    "\n",
    "    plt.subplot(1,3,2)\n",
    "    plt.plot(T,Sdf[:,nns,nTr],label='Estimate')\n",
    "    plt.plot(T,Sdfm[:,nns,nTr],label='Median from NLTHA')\n",
    "    plt.xlim(0,5)\n",
    "    plt.ylim(0)\n",
    "    plt.xticks(fontsize=12)\n",
    "    plt.yticks(fontsize=12)\n",
    "    plt.xlabel(r'$T_a$  (s)',fontsize=16)\n",
    "    plt.ylabel(r'$S_{DF}$  (m)',fontsize=16)\n",
    "    plt.legend(fontsize=12)\n",
    "\n",
    "\n",
    "    plt.subplot(1,3,3)\n",
    "    plt.plot(Sdf[:,nns,nTr],Saf[:,nns,nTr],label='Estimate')\n",
    "    plt.plot(Sdfm[:,nns,nTr],Safm[:,nns,nTr],label='Median from NLTHA')\n",
    "    plt.xlim(0)\n",
    "    plt.ylim(0)\n",
    "    plt.xticks(fontsize=12)\n",
    "    plt.yticks(fontsize=12)\n",
    "    plt.xlabel(r'$S_{DF}$  (m)',fontsize=16)\n",
    "    plt.ylabel(r'$S_{AF}$  (g)',fontsize=16)\n",
    "    plt.legend(fontsize=12)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0.261, 0.097, 0.064, 0.051])"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "T1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ns =1\n",
    "nTr= 1\n",
    "\n",
    "PlotFRS(ns,nTr,Saf1,Sdf1,Safm1,Sdfm1)\n",
    "\n",
    "plt.tight_layout()\n",
    "#plt.savefig('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Figure1_P3.tiff',dpi=300)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 189,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PlotFRS(ns,nTr,Saf2,Sdf2,Safm2,Sdfm2)\n",
    "plt.tight_layout()\n",
    "plt.savefig('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Figure2_P3.tiff',dpi=300)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 158,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PlotFRS(ns,nTr,Saf3,Sdf3,Safm3,Sdfm3)\n",
    "plt.tight_layout()\n",
    "plt.savefig('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Figure3_P3.tiff',dpi=300)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 144,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PlotFRS(ns,nTr,Saf4,Sdf4,Safm4,Sdfm4)\n",
    "plt.tight_layout()\n",
    "plt.savefig('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Figure4_P3.tiff',dpi=300)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 145,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PlotFRS(ns,nTr,Saf5,Sdf5,Safm5,Sdfm5)\n",
    "plt.tight_layout()\n",
    "plt.savefig('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Figure5_P3.tiff',dpi=300)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 136,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def FRS_Vuk(T,Tn,phi,Gamma,Sam,Sdm,ksiS,ksiNS,ns,ntot,Vb,d,imin,ie,Ge,me,delta,switch):\n",
    "    \n",
    "    SA = np.zeros(len(Tn))\n",
    "    SD = np.zeros(len(Tn))\n",
    "\n",
    "    \n",
    "    for i in range(len(Tn)):\n",
    "        ind = abs(T-Tn[i]).argmin()\n",
    "        SA[i] = Sam[ind]\n",
    "        SD[i] = Sdm[ind]\n",
    "    \n",
    "    DE = d[ie]/(Gamma[0]*phi[(ntot-1),0])\n",
    "    Dmax = d[np.argmax(Vb)]/(Gamma[0]*phi[(ns-1),0])\n",
    "    TD = 3\n",
    "    TC=0.3\n",
    "    SaNS = (0.07/(0.02+ksiNS))**0.5*Sam\n",
    "    SdNS = (0.07/(0.02+ksiNS))**0.5*Sdm\n",
    "    \n",
    "    Say,Tey,dd,mu,s,dy = N2Inf(Vb,d,imin,ie,T,Sam,Ge,me,delta,ntot,TD,TC,Tn[0])\n",
    "    #if(dd>DE and dd<Dmax):\n",
    "        #Tin = Tn[0]\n",
    "        #Tn[0] = Tey\n",
    "        \n",
    "    ksiS = 100*ksiS\n",
    "    ksiNS = 100*ksiNS\n",
    "    \n",
    "    \n",
    "    #Compute modal contributions to the acceleration and displacement FRS\n",
    "    Safm = np.zeros((len(T),len(Tn)));\n",
    "    Sdfm = np.zeros((len(T),len(Tn)));\n",
    "    \n",
    "    if(s==0):\n",
    "        Tlim =0;\n",
    "        for j in range(len(Tn)):\n",
    "            if(Tn[j]/TC == 0):\n",
    "                AMP = 2.5*(10/(5+ksiNS))**0.5;\n",
    "            elif(Tn[j]/TC > 0 and Tn[j]/TC <=0.2):\n",
    "                AMP = 2.5*(10/(5+ksiNS))**0.5 + (10/(ksiS)**0.5 - 2.5*(10/(5+ksiNS))**0.5)/0.2*(Tn[j]/TC);\n",
    "            else:\n",
    "                AMP = 10/(ksiNS)**0.5;\n",
    "\n",
    "\n",
    "           \n",
    "            SAFM = AMP*Gamma[j]*phi[(ns-1),j]*SA[j];\n",
    "            \n",
    "            \n",
    "            SDFM = SAFM*(Tn[j]/(2*np.pi))**2*g;\n",
    "\n",
    "            for i in range(len(T)):\n",
    "                AS = Gamma[j]*phi[(ns-1),j]/(abs((T[i]/Tn[j])**2-1))*(SA[j]**2+((T[i]/Tn[j])**2*SaNS[i])**2)**0.5;   \n",
    "                #DS = AS*(T[i]/(2*np.pi))**2*g;\n",
    "                if abs(AS)>abs(SAFM):\n",
    "                    Safm[i,j] = SAFM;\n",
    "                else:\n",
    "                    Safm[i,j] = AS;\n",
    "\n",
    "                if(j==0):\n",
    "                    if(Safm[i,j]==SAFM):\n",
    "                        Tlim = T[i]\n",
    "                        #print(Tlim)\n",
    "\n",
    "                    \n",
    "    elif(s==1):\n",
    "        #mur = (mu)**0.75\n",
    "        Te1 = Tn[0]*((1+(mu)**0.5+mu)/3)**0.5\n",
    "\n",
    "        if(Te1/TC == 0):\n",
    "            AMP = 2.5*(10/(5+ksiNS))**0.5;\n",
    "        elif(Te1/TC > 0 and Te1/TC <=0.2):\n",
    "            AMP = 2.5*(10/(5+ksiNS))**0.5 + (10/(ksiNS)**0.5 - 2.5*(10/(5+ksiNS))**0.5)/0.2*(Te1/TC);\n",
    "        else:\n",
    "            AMP = 10/(ksiS)**0.5;\n",
    "\n",
    "        SAFM = abs(AMP*Ge*delta[(ns-1)]*Say);\n",
    "        SDFM = SAFM*(Te1/(2*np.pi))**2*g;\n",
    "        Tlim =0;\n",
    "        \n",
    "        for i in range(len(T)):\n",
    "            AS = Ge*delta[(ns-1)]/(abs((T[i]/Te1)**2-1))*(Say**2+((T[i]/Te1)**2*SaNS[i])**2)**0.5;   \n",
    "            DS = AS*(T[i]/(2*np.pi))**2*g;\n",
    "            \n",
    "            if(abs(AS)>abs(SAFM)):\n",
    "                Safm[i,0] = np.sign(delta[(ns-1)])*SAFM;\n",
    "            else:\n",
    "                Safm[i,0] = AS;\n",
    "                \n",
    "            \n",
    "            if(Safm[i,0]==SAFM):\n",
    "                    Tlim = T[i];\n",
    "                            \n",
    "            #if(abs(DS)>SDFM):\n",
    "                #Sdfm[i,0] = SDFM;\n",
    "            #else:\n",
    "                #Sdfm[i,0] = DS;\n",
    "  \n",
    "        for j in range(1,len(Tn)):\n",
    "            if(Tn[j]/TC == 0):\n",
    "                AMP = 2.5*(10/(5+ksiNS))**0.5;\n",
    "            elif(Tn[j]/TC > 0 and Tn[j]/TC <=0.2):\n",
    "                AMP = 2.5*(10/(5+ksiNS))**0.5 + (10/(ksiNS)**0.5 - 2.5*(10/(5+ksiNS))**0.5)/0.2*(Tn[j]/TC);\n",
    "            else:\n",
    "                AMP = 10/(ksiNS)**0.5;\n",
    "    \n",
    "            SAFM = AMP*Gamma[j]*phi[(ns-1),j]*SA[j]\n",
    "            \n",
    "            SDFM = SAFM*(Tn[j]/(2*np.pi))**2*g;\n",
    "            \n",
    "            for i in range(len(T)):\n",
    "                AS = Gamma[j]*phi[(ns-1),j]/(abs((T[i]/Tn[j])**2-1))*(SA[j]**2+((T[i]/Tn[j])**2*SaNS[i])**2)**0.5;   \n",
    "                DS = AS*(T[i]/(2*np.pi))**2*g;\n",
    "                if(abs(AS)>abs(SAFM)):\n",
    "                    Safm[i,j] = SAFM;\n",
    "                else:\n",
    "                    Safm[i,j] = AS;\n",
    "                \n",
    "                \n",
    "    #Combine modal contributions \n",
    "\n",
    "    Saf = np.zeros(len(T));\n",
    "    Sdf = np.zeros(len(T));\n",
    "    \n",
    "    nslim = round(ntot/2);\n",
    "    \n",
    "    #if(ns<=nslim):\n",
    "    for j in range(len(T)):\n",
    "        if(T[j]<=Tlim):\n",
    "            Saf[j] = np.sqrt(np.sum(np.multiply(Safm[j,:],Safm[j,:])));\n",
    "            #Sdf[j] = np.sqrt(np.sum(np.multiply(Sdfm[j,:],Sdfm[j,:])));\n",
    "        else:\n",
    "            Saf[j] = np.sum(Safm[j,:]);\n",
    "            #Sdf[j] = np.sum(Sdfm[j,:]);\n",
    "    \n",
    "    #else:\n",
    "        #Saf = np.sqrt(np.sum(np.multiply(Safm,Safm),axis=1))\n",
    "        \n",
    "    Sdf = np.multiply(Saf*g,(T/(2*np.pi))**2)\n",
    "            \n",
    "    #Envelope floor response spectrum with ground response spectrum\n",
    "    \n",
    "    #Sdf = np.multiply(Saf*g,(T/(2*np.pi))**2)\n",
    "    #if(ns<nslim):\n",
    "    for i in range(len(T)):\n",
    "        Saf[i]=max(Saf[i],SaNS[i]);\n",
    "        Sdf[i]=max(Sdf[i],SdNS[i]);\n",
    "            \n",
    "\n",
    "    #if(dd>DE and dd<Dmax):\n",
    "        #Tn[0] = Tin\n",
    "\n",
    "    return Saf,Sdf\n",
    "               \n",
    " "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 137,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def EstFRS_V(T,Tn,modes,Gamma,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,ksiNS,ksiS,Vb,d,i,Ge,me,delta,sw50,sw4,sw2):\n",
    "\n",
    "    Saf = np.zeros((len(T),3,4))\n",
    "    Sdf = np.zeros((len(T),3,4))\n",
    "\n",
    "    Saf[:,0,0],Sdf[:,0,0] = FRS_Vuk(T,Tn,modes,Gamma,Sam50,Sdm50,ksiS,ksiNS,1,4,Vb,d,imin[i],ie[i],Ge,me,delta,sw50)\n",
    "    Saf[:,1,0],Sdf[:,1,0] = FRS_Vuk(T,Tn,modes,Gamma,Sam50,Sdm50,ksiS,ksiNS,2,4,Vb,d,imin[i],ie[i],Ge,me,delta,sw50)\n",
    "    Saf[:,2,0],Sdf[:,2,0] = FRS_Vuk(T,Tn,modes,Gamma,Sam50,Sdm50,ksiS,ksiNS,4,4,Vb,d,imin[i],ie[i],Ge,me,delta,sw50)\n",
    "\n",
    "    Saf[:,0,1],Sdf[:,0,1] = FRS_Vuk(T,Tn,modes,Gamma,Sam475,Sdm475,ksiS,ksiNS,1,4,Vb,d,imin[i],ie[i],Ge,me,delta,sw4)\n",
    "    Saf[:,1,1],Sdf[:,1,1] = FRS_Vuk(T,Tn,modes,Gamma,Sam475,Sdm475,ksiS,ksiNS,2,4,Vb,d,imin[i],ie[i],Ge,me,delta,sw4)\n",
    "    Saf[:,2,1],Sdf[:,2,1] = FRS_Vuk(T,Tn,modes,Gamma,Sam475,Sdm475,ksiS,ksiNS,4,4,Vb,d,imin[i],ie[i],Ge,me,delta,sw4)\n",
    "\n",
    "    Saf[:,0,2],Sdf[:,0,2] = FRS_Vuk(T,Tn,modes,Gamma,Sam2475,Sdm2475,ksiS,ksiNS,1,4,Vb,d,imin[i],ie[i],Ge,me,delta,sw2)\n",
    "    Saf[:,1,2],Sdf[:,1,2] = FRS_Vuk(T,Tn,modes,Gamma,Sam2475,Sdm2475,ksiS,ksiNS,2,4,Vb,d,imin[i],ie[i],Ge,me,delta,sw2)\n",
    "    Saf[:,2,2],Sdf[:,2,2] = FRS_Vuk(T,Tn,modes,Gamma,Sam2475,Sdm2475,ksiS,ksiNS,4,4,Vb,d,imin[i],ie[i],Ge,me,delta,sw2)\n",
    "    \n",
    "    Saf[:,0,3],Sdf[:,0,3] = FRS_Vuk(T,Tn,modes,Gamma,Sam4975,Sdm4975,ksiS,ksiNS,1,4,Vb,d,imin[i],ie[i],Ge,me,delta,sw2)\n",
    "    Saf[:,1,3],Sdf[:,1,3] = FRS_Vuk(T,Tn,modes,Gamma,Sam4975,Sdm4975,ksiS,ksiNS,2,4,Vb,d,imin[i],ie[i],Ge,me,delta,sw2)\n",
    "    Saf[:,2,3],Sdf[:,2,3] = FRS_Vuk(T,Tn,modes,Gamma,Sam4975,Sdm4975,ksiS,ksiNS,4,4,Vb,d,imin[i],ie[i],Ge,me,delta,sw2)\n",
    "    \n",
    "    return Saf,Sdf\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 138,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Saf1V,Sdf1V = EstFRS_V(T,T1,modes1,Gamma1,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,0.05,0.05,Vb1,d1,0,Ge1,mef1,delta,0,1,1)\n",
    "Saf2V,Sdf2V = EstFRS_V(T,T2,modes2,Gamma2,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,0.05,0.05,Vb2,d2,1,Ge2,mef2,delta,0,1,1)\n",
    "Saf3V,Sdf3V = EstFRS_V(T,T3,modes3,Gamma3,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,0.05,0.05,Vb3,d3,2,Ge3,mef3,delta,0,1,1)\n",
    "Saf4V,Sdf4V = EstFRS_V(T,T4,modes4,Gamma4,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,0.05,0.05,Vb4,d4,3,Ge4,mef4,delta,0,1,1)\n",
    "Saf5V,Sdf5V = EstFRS_V(T,T5,modes5,Gamma5,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,0.05,0.05,Vb5,d5,4,Ge5,mef5,delta,0,0,0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 139,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ns =2\n",
    "nTr= 0\n",
    "PlotFRS(ns,nTr,Saf1V,Sdf1V,Safm1,Sdfm1)\n",
    "plt.tight_layout()\n",
    "plt.savefig('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Figure1_P3.tiff',dpi=300)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 140,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PlotFRS(ns,nTr,Saf2V,Sdf2V,Safm2,Sdfm2)\n",
    "plt.tight_layout()\n",
    "#plt.savefig('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Figure1_P2.tiff',dpi=300)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 141,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PlotFRS(ns,nTr,Saf3V,Sdf3V,Safm3,Sdfm3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 142,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PlotFRS(ns,nTr,Saf4V,Sdf4V,Safm4,Sdfm4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 143,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PlotFRS(ns,nTr,Saf5V,Sdf5V,Safm5,Sdfm5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 119,
   "metadata": {},
   "outputs": [],
   "source": [
    "def FRS_DD(z,H,Sam,Tn,T,Gamma):\n",
    "    \n",
    "    SA = np.zeros(len(Tn))\n",
    "    \n",
    "    for i in range(len(Tn)):\n",
    "        ind = abs(T-Tn[i]).argmin()\n",
    "        SA[i] = Sam[ind]\n",
    "    \n",
    "    s = 0.5*((Gamma[0]*SA[0])**2+(Gamma[1]*SA[1])**2)**0.5/Sam[0]\n",
    "    \n",
    "    amin = 2.5\n",
    "    amax = 3.2+4*(0.35-Sam[0])\n",
    "    if(amax>3.2):\n",
    "        amax =3.2\n",
    "        \n",
    "    a = amin+(amax-amin)*(s-1)\n",
    "    if(a>amax):\n",
    "        a=amax\n",
    "        \n",
    "    T1L = 0.4\n",
    "    \n",
    "    bmin = 0.2\n",
    "    bmax = 0.80-Sam[0]\n",
    "    if(bmax<0.45):\n",
    "        bmax=0.45\n",
    "        \n",
    "    b = (Tn[0]/T1L)*bmin+(1-(Tn[0]/T1L))*bmax\n",
    "    if(b<bmin):\n",
    "        b=bmin\n",
    "        \n",
    "    PFA = a*(z/H)**b*Sam[0]\n",
    "    \n",
    "    AMP1 = min(5.5,0.99*(PFA/Sam[0])**1.27*Sam[0]**(-0.29)*0.17**(Tn[0]))\n",
    "    AMP2 = min(5.5,2.52*Sam[0]**(-0.13)*0.86**(z/H))\n",
    "    \n",
    "    TR1 = 0.75*1.97**(Sam[0])*0.5\n",
    "    TR2 = 0.82*H**(-0.17)*(z/H)**(0.42)*0.84**(Sam[0])*0.5\n",
    "    \n",
    "    PSA1 = np.zeros(len(T))\n",
    "    PSA2 = np.zeros(len(T))\n",
    "    PSA = np.zeros(len(T))\n",
    "    PSD = np.zeros(len(T))\n",
    "    \n",
    "    for i in range(len(T)):\n",
    "        PSA1[i] = min(AMP1*PFA,((T[i]/(AMP1*TR1))**2+(1-(T[i]/TR1))**2)**(-0.5)*PFA)\n",
    "        PSA2[i] = min(AMP2*PFA,((T[i]/(AMP2*TR2))**2+(1-(T[i]/TR2))**2)**(-0.5)*PFA)\n",
    "        PSA[i] = max(PSA1[i],PSA2[i])\n",
    "        PSD[i] = (PSA[i]*g*T[i]**2)/(4*np.pi**2)\n",
    "    \n",
    "    \n",
    "    return PSA,PSD\n",
    "    \n",
    "    \n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 120,
   "metadata": {},
   "outputs": [],
   "source": [
    "PSA,PSD = FRS_DD(12,12,Sam50,T1,T,Gamma1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 121,
   "metadata": {},
   "outputs": [],
   "source": [
    "def EstFRS_DD(Sam50,Sam475,Sam2475,Sam4975,Tn,T,Gamma):\n",
    "\n",
    "    Saf = np.zeros((len(T),3,4))\n",
    "    Sdf = np.zeros((len(T),3,4))\n",
    "\n",
    "    Saf[:,0,0],Sdf[:,0,0] = FRS_DD(3,12,Sam50,Tn,T,Gamma)\n",
    "    Saf[:,1,0],Sdf[:,1,0] = FRS_DD(6,12,Sam50,Tn,T,Gamma)\n",
    "    Saf[:,2,0],Sdf[:,2,0] = FRS_DD(12,12,Sam50,Tn,T,Gamma)\n",
    "\n",
    "    Saf[:,0,1],Sdf[:,0,1] = FRS_DD(3,12,Sam475,Tn,T,Gamma)\n",
    "    Saf[:,1,1],Sdf[:,1,1] = FRS_DD(6,12,Sam475,Tn,T,Gamma)\n",
    "    Saf[:,2,1],Sdf[:,2,1] = FRS_DD(12,12,Sam475,Tn,T,Gamma)\n",
    "\n",
    "    Saf[:,0,2],Sdf[:,0,2] = FRS_DD(3,12,Sam2475,Tn,T,Gamma)\n",
    "    Saf[:,1,2],Sdf[:,1,2] = FRS_DD(6,12,Sam2475,Tn,T,Gamma)\n",
    "    Saf[:,2,2],Sdf[:,2,2] = FRS_DD(12,12,Sam2475,Tn,T,Gamma)\n",
    "    \n",
    "    Saf[:,0,3],Sdf[:,0,3] = FRS_DD(3,12,Sam4975,Tn,T,Gamma)\n",
    "    Saf[:,1,3],Sdf[:,1,3] = FRS_DD(6,12,Sam4975,Tn,T,Gamma)\n",
    "    Saf[:,2,3],Sdf[:,2,3] = FRS_DD(12,12,Sam4975,Tn,T,Gamma)\n",
    "    \n",
    "    return Saf,Sdf"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 122,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Saf1D,Sdf1D = EstFRS_DD(Sam50,Sam475,Sam2475,Sam4975,T1,T,Gamma1)\n",
    "Saf2D,Sdf2D = EstFRS_DD(Sam50,Sam475,Sam2475,Sam4975,T2,T,Gamma2)\n",
    "Saf3D,Sdf3D = EstFRS_DD(Sam50,Sam475,Sam2475,Sam4975,T3,T,Gamma3)\n",
    "Saf4D,Sdf4D = EstFRS_DD(Sam50,Sam475,Sam2475,Sam4975,T4,T,Gamma4)\n",
    "Saf5D,Sdf5D = EstFRS_DD(Sam50,Sam475,Sam2475,Sam4975,T5,T,Gamma5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 123,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ns =2\n",
    "nTr= 0\n",
    "PlotFRS(ns,nTr,Saf1D,Sdf1D,Safm1,Sdfm1)\n",
    "plt.tight_layout()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 124,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PlotFRS(ns,nTr,Saf2D,Sdf2D,Safm2,Sdfm2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 125,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PlotFRS(ns,nTr,Saf3D,Sdf3D,Safm3,Sdfm3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 152,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x23dd2ff2390>"
      ]
     },
     "execution_count": 152,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(14,8))\n",
    "\n",
    "plt.subplot(2,2,1)\n",
    "plt.plot(T,Safm1[:,1,0],label='Median from NLTHA',color='k',ls='--')\n",
    "plt.plot(T,Saf1[:,1,0],label='Merino et al. (2020)',color='k',lw=1.5)\n",
    "plt.plot(T,Saf1V[:,1,0],label='Vukobratovic and Fajfar (2017)',color='grey',lw=2)\n",
    "plt.xlim(0,1)\n",
    "plt.ylim(0)\n",
    "plt.xticks(fontsize=12)\n",
    "plt.yticks(fontsize=12)\n",
    "plt.xlabel(r'$T_a$  [s]',fontsize=14)\n",
    "plt.ylabel(r'$S_{AF}$  [g]',fontsize=14)\n",
    "plt.legend(fontsize=12)\n",
    "\n",
    "plt.subplot(2,2,2)\n",
    "plt.plot(T,Sdfm1[:,1,0],label='Median from NLTHA',color='k',ls='--')\n",
    "plt.plot(T,Sdf1[:,1,0],label='Merino et al. (2020)',color='k',lw=1.5)\n",
    "plt.plot(T,Sdf1V[:,1,0],label='Vukobratovic and Fajfar (2017)',color='grey',lw=2)\n",
    "plt.xlim(0,4)\n",
    "plt.ylim(0,0.03)\n",
    "plt.xticks(fontsize=12)\n",
    "plt.yticks(fontsize=12)\n",
    "plt.xlabel(r'$T_a$  [s]',fontsize=14)\n",
    "plt.ylabel(r'$S_{DF}$  [m]',fontsize=14)\n",
    "plt.legend(fontsize=12,loc=4)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 153,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x23dd5103b90>"
      ]
     },
     "execution_count": 153,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(14,8))\n",
    "\n",
    "plt.subplot(2,2,1)\n",
    "plt.plot(T,Safm1[:,2,2],label='Median from NLTHA',color='k',ls='--')\n",
    "plt.plot(T,Saf1[:,2,2],label='Merino et al. (2020)',color='k',lw=1.5)\n",
    "plt.plot(T,Saf1V[:,2,2],label='Vukobratovic and Fajfar (2017)',color='grey',lw=2)\n",
    "plt.xlim(0,1)\n",
    "plt.ylim(0)\n",
    "plt.xticks(fontsize=12)\n",
    "plt.yticks(fontsize=12)\n",
    "plt.xlabel(r'$T_a$  (s)',fontsize=16)\n",
    "plt.ylabel(r'$S_{AF}$  (g)',fontsize=16)\n",
    "plt.legend(fontsize=12)\n",
    "\n",
    "plt.subplot(2,2,2)\n",
    "plt.plot(T,Sdfm1[:,2,2],label='Median from NLTHA',color='k',ls='--')\n",
    "plt.plot(T,Sdf1[:,2,2],label='Merino et al. (2020)',color='k',lw=1.5)\n",
    "plt.plot(T,Sdf1V[:,2,2],label='Vukobratovic and Fajfar (2017)',color='grey',lw=2)\n",
    "plt.xlim(0,4)\n",
    "plt.ylim(0,0.3)\n",
    "plt.xticks(fontsize=12)\n",
    "plt.yticks(fontsize=12)\n",
    "plt.xlabel(r'$T_a$  (s)',fontsize=16)\n",
    "plt.ylabel(r'$S_{DF}$  (m)',fontsize=16)\n",
    "plt.legend(fontsize=12,loc=4)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
